Koski, Heli Chief research scientist Doctor of Economic Sciences heli.koski@etla.fi +358 50 4663214 Competition, innovation, big data Download HiRes Image
14.02.2019 Other publications Publications Finnish AI Competences and How to Make Them Stronger Ailisto HeikkiNeuvonen AnssiSeppälä TimoHalén MarcoNyman HenrikHelaakoski Heli This policy brief describes the artificial intelligence (AI) competences in Finland in the areas of research, education and the
26.10.2018 Publications Working Papers 61 How Do Competition Policy and Data Brokers Shape Product Market Competition? Koski Heli This paper empirically analyzes how a data broker affects competition in oligopolistic product markets. It examines a unique case
20.09.2018 Other publications Publications Tools for Artificial Intelligence Discussion Ailisto HeikkiHeikkilä EetuHelaakoski HeliNeuvonen AnssiSeppälä Timo Artificial intelligence enables machines, software, systems and services to act reasonably according to their task and situation. This Policy
25.05.2018 Briefs Publications Do Personal Data Related Innovation Boost Firm Value? Koski Heli Personal data is increasingly used in business value creation. Data from the years 2007–2014 suggest that firms’ personal data
25.05.2018 Publications Working Papers 59 Investor Attention and Technology Salience: Does Personal Data Related Innovation Boost Firm Value? Koski HeliLuukkonen Juha This paper empirically analyzes how markets value personal data related innovation in four prominent domains, in which firms’ potential
28.04.2017 Other publications Publications Digitalization changes the world – are new statistics needed to support economic policy? Kotiranta AnnuKoski HeliPajarinen MikaRouvinen PetriYlhäinen Ilkka With artificial intelligence, cloud computing, and other recent digitalization phenomena, we are about to enter the second era of
22.12.2016 Latest Publications Working Papers 45 Technology Disruptions as Enablers of Organizational and Social Innovation in Digitalized Environment Koski HeliMelkas HelinäMäntylä MarttiPieters RoelSvento RauliSärkikoski TuomoTalja HeliHyyppä JuhaKaartinen HarriHyyppä HannuMatikainen Leena This paper illustrates how disruptive technologies primarily shaking the functioning of service sector are spreading to the manufacturing industries,
14.08.2015 Publications Working Papers 30 Commercial success of innovation: the roles of R&D cooperation and firm age Koski Heli Data comprising 1790 Finnish firms and covering the years 2006-2012 suggest that turnover from innovative sales per employee were
18.05.2015 Academic Publications Publications Subsidies, the Shadow of Death and Labor Productivity Koski HeliPajarinen Mika Journal of Industry, Competition and Trade, Vol. 15, Issue 2, pp 189-204 Our panel data from over 10,000 Finnish
24.04.2015 Other publications Publications The Impact of open data – a preliminary study Koski Heli Ministry of Finance publications 15b/2015
05.01.2015 Publications Working Papers 27 Mobility of ideas for innovation: The role of inventor-specific knowledge flows Koski HeliPajarinen Mika Our data from 351 innovating firms for the years 2001–2012 generally suggest that patentable ideas are strongly linked to
06.08.2014 Publications Working Papers 25 Knowledge Complementarity of a Firm’s Internal and External R&D Capabilities Koski HeliSvento Rauli We use data from over 1500 Finnish companies for the years 2006-2008 and 2008-2010 to explore complementarity of a
